Evangelos E. Papalexakis

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	すべて	2016 年以来
引用	3693	3133
h 指標	30	28
i10 指標	58	55

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201220132014201520162017201820192020202122 38 120 287 398 453 576 803 877 15

共著者

Christos FaloutsosCMU確認したメールアドレス: cs.cmu.edu
Nikolaos SidiropoulosLouis T. Rader Professor and Chair, Electrical & Computer Engineering, University of Virginia確認したメールアドレス: virginia.edu
Partha TalukdarGoogle Research and IISc Bangalore確認したメールアドレス: iisc.ac.in
Xiao FuAssistant Professor, EECS, Oregon State University確認したメールアドレス: oregonstate.edu
Konstantinos PelechrinisAssociate Professor of Information Sciences, University of Pittsburgh確認したメールアドレス: pitt.edu
U KangProfessor of Computer Science and Engineering, Seoul National University確認したメールアドレス: snu.ac.kr
Danai KoutraUniversity of Michigan, Ann Arbor確認したメールアドレス: umich.edu
Tom MitchellFounders University Professor of Machine Learning, Carnegie Mellon University確認したメールアドレス: cs.cmu.edu
Rakesh AgrawalTechnical Fellow, Microsoft Research確認したメールアドレス: microsoft.com
Michalis FaloutsosU. C. Riverside確認したメールアドレス: cs.ucr.edu
Rasmus BroProfessor in chemometrics, University of Copenhagen確認したメールアドレス: food.ku.dk
Lieven De LathauwerKULeuven確認したメールアドレス: kuleuven.be
Behzad GolshanMegagon Labs確認したメールアドレス: megagon.ai
Spiros PapadimitriouRutgers University確認したメールアドレス: rutgers.edu
Abhay HarpaleGE Global Research確認したメールアドレス: cs.cmu.edu
Alex BeutelStaff Research Scientist, Google確認したメールアドレス: google.com
Ioakeim PerrosLead Machine Learning Scientist, HEALTH[at]SCALE確認したメールアドレス: gatech.edu
Jimeng SunProfessor at University of Illinois Urbana-Champaign確認したメールアドレス: illinois.edu
Petko BogdanovAssociate Professor, University at Albany-SUNY確認したメールアドレス: albany.edu
Evrim AcarSimula Research Lab確認したメールアドレス: simula.no

Evangelos E. Papalexakis

Assistant Professor, University of California Riverside

確認したメールアドレス: cs.ucr.edu - ホームページ

Data Science Data Mining Tensor Decomposition Social Network Analysis Fake News Detection


タイトル引用回数順公開年順タイトル順	引用先引用先	年
Tensor decomposition for signal processing and machine learning ND Sidiropoulos, L De Lathauwer, X Fu, K Huang, EE Papalexakis, ... IEEE Transactions on Signal Processing 65 (13), 3551-3582, 2017	761	2017
Gigatensor: scaling tensor analysis up by 100 times-algorithms and discoveries U Kang, E Papalexakis, A Harpale, C Faloutsos Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012	270	2012
Tensors for data mining and data fusion: Models, applications, and scalable algorithms EE Papalexakis, C Faloutsos, ND Sidiropoulos ACM Transactions on Intelligent Systems and Technology (TIST) 8 (2), 1-44, 2016	210	2016
ParCube: Sparse Parallelizable Tensor Decompositions EE Papalexakis, C Faloutsos, ND Sidiropoulos	197	2012
From K-means to higher-way co-clustering: multilinear decomposition with sparse latent factors EE Papalexakis, ND Sidiropoulos, R Bro IEEE Transactions on Signal Processing, 2013	127	2013
HaTen2: Billion-scale Tensor Decompositions I Jeon, EE Papalexakis, U Kang, C Faloutsos IEEE ICDE 2015, 2015	120	2015
NetSpot: Spotting Significant Anomalous Regions on Dynamic Networks M Mongiovı, P Bogdanov, R Ranca, EE Papalexakis, C Faloutsos, ...	113	2013
FLEXIFACT: Scalable Flexible Factorization of Coupled Tensors on Hadoop A Beutel, A Kumar, E Papalexakis, PP Talukdar, C Faloutsos, EP Xing NIPS 2013 Big Learning Workshop, 2013	108	2013
Do more Views of a Graph help? Community Detection and Clustering in Multi-Graphs EE Papalexakis, L Akoglu, D Ienco 16th International Conference on Information Fusion, 2013	102	2013
Com2: Fast Automatic Discovery of Temporal (’Comet’) Communities M Araujo, S Papadimitriou, S Günnemann, C Faloutsos, P Basu, A Swami, ... PAKDD 2014, 2014	97	2014
Structure-revealing data fusion E Acar, EE Papalexakis, G Gürdeniz, MA Rasmussen, AJ Lawaetz, ... BMC bioinformatics 15 (1), 1-17, 2014	75	2014
Parallel randomly compressed cubes: A scalable distributed architecture for big tensor decomposition ND Sidiropoulos, EE Papalexakis, C Faloutsos IEEE Signal Processing Magazine 31 (5), 57-70, 2014	61	2014
Network Anomaly Detection using Co-clustering EE Papalexakis, A Beutel, P Steenkiste	57	2012
Heigen: Spectral analysis for billion-scale graphs U Kang, B Meeder, EE Papalexakis, C Faloutsos IEEE Transactions on knowledge and data engineering 26 (2), 350-362, 2012	56	2012
TENSORSPLAT: Spotting Latent Anomalies in Time D Koutra, EE Papalexakis, C Faloutsos	51	2012
MalSpot: Multi2 Malicious Network Behavior Patterns Analysis CH Mao, CJ Wu, EE Papalexakis, C Faloutsos, TC Kao PAKDD 2014, 2014	50	2014
Turbo-SMT: Accelerating Coupled Sparse Matrix-Tensor Factorizations by 200x EE Papalexakis, TM Mitchell, ND Sidiropoulos, C Faloutsos, PP Talukdar, ... SDM 2014, 2014	50	2014
Spotting Misbehaviors in Location-based Social Networks using Tensors E Papalexakis, K Pelechrinis, C Faloutsos WWW 2014 Web Science Poster Track, 2014	46	2014
SPARTan: Scalable PARAFAC2 for large & sparse data I Perros, EE Papalexakis, F Wang, R Vuduc, E Searles, M Thompson, ... Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017	45	2017
Semi-supervised content-based detection of misinformation via tensor embeddings GB Guacho, S Abdali, N Shah, EE Papalexakis 2018 IEEE/ACM International Conference on Advances in Social Networks …, 2018	42	2018

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